sciam, Twitter, 10/20/2019 8:25:40 PM, 213602


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sciam_2019-10-20_12-56-17.xlsx
sciam_2019-10-20_12-56-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 20, 2019
Short Description:
sciam via NodeXL http://bit.ly/2pzU6fw
@sciam
@women_and_fish
@0zyx
@phani_pvrk
@breaknsci
@devinder_sharma
@macfound
@novapbs
@lead_coalition
@emccoy_writer

Top hashtags:
#indigenouspeoplesday
#ai
#science
#climatechange
#sleep
#scientistoftheweek
#fintech

Description:
Description
The graph represents a network of 4,533 Twitter users whose tweets in the requested range contained "sciam", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 20 October 2019 at 19:57 UTC.

The requested start date was Sunday, 20 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 9-hour, 32-minute period from Monday, 14 October 2019 at 00:52 UTC to Saturday, 19 October 2019 at 10:25 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[308] https://www.scientificamerican.com/article/sleep-deprivation-shuts-down-production-of-essential-brain-proteins/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221793538=1
[82] https://www.scientificamerican.com/article/nasa-just-unveiled-the-space-suit-to-be-worn-by-the-first-woman-on-the-moon/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221676500=1
[63] https://twitter.com/sciam/status/1184182214570975233
[61] https://www.scientificamerican.com/article/latitude-adjustment-distance-from-the-equator-shapes-our-thinking/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221529208=1
[55] https://www.scientificamerican.com/article/trumps-border-wall-could-cause-flooding-in-texas/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221572735=1
[48] https://www.scientificamerican.com/article/why-do-some-people-need-less-sleep-its-in-their-dna/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221626900=1
[45] https://www.scientificamerican.com/article/hidden-passage-could-we-spy-a-traversable-wormhole-in-the-milky-ways-heart/?linkId=75097313
[43] https://blogs.scientificamerican.com/observations/happier-babies-have-an-edge/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221645844=1
[38] https://blogs.scientificamerican.com/observations/im-convinced-we-found-evidence-of-life-on-mars-in-the-1970s/?amp
[37] https://www.scientificamerican.com/article/what-a-koala-virus-tells-us-about-the-human-genome/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221413190=1

Top URLs in Tweet in G1:
[295] https://www.scientificamerican.com/article/sleep-deprivation-shuts-down-production-of-essential-brain-proteins/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221793538=1
[78] https://www.scientificamerican.com/article/nasa-just-unveiled-the-space-suit-to-be-worn-by-the-first-woman-on-the-moon/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221676500=1
[55] https://www.scientificamerican.com/article/latitude-adjustment-distance-from-the-equator-shapes-our-thinking/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221529208=1
[47] https://www.scientificamerican.com/article/trumps-border-wall-could-cause-flooding-in-texas/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221572735=1
[44] https://www.scientificamerican.com/article/why-do-some-people-need-less-sleep-its-in-their-dna/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221626900=1
[40] https://blogs.scientificamerican.com/observations/happier-babies-have-an-edge/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221645844=1
[37] https://blogs.scientificamerican.com/observations/im-convinced-we-found-evidence-of-life-on-mars-in-the-1970s/?amp
[30] https://blogs.scientificamerican.com/laelaps/canada-gets-its-first-smilodon/
[29] https://www.scientificamerican.com/article/ship-freezes-itself-in-arctic-ice-to-study-climate-change/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221478745=1
[26] https://www.scientificamerican.com/article/molecules-in-blood-spike-hours-before-seizures/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221752237=1

Top URLs in Tweet in G2:
[14] https://twitter.com/sciam/status/1184484203901181958
[13] https://twitter.com/sciam/status/1184182214570975233
[9] https://twitter.com/sciam/status/1184180567841091584
[9] https://twitter.com/sciam/status/1184575200718921730
[7] https://twitter.com/sciam/status/1184151041639616517
[7] https://twitter.com/sciam/status/1184159205323878402
[6] https://twitter.com/sciam/status/1184197341215150080
[6] https://twitter.com/sciam/status/1184862917570846720
[6] https://twitter.com/sciam/status/1184904015731200000
[6] https://twitter.com/sciam/status/1184914475234627584

Top URLs in Tweet in G3:
[2] https://blogs.scientificamerican.com/observations/indigenous-knowledge-can-help-solve-the-biodiversity-crisis/?amp
[2] https://blogs.scientificamerican.com/voices/the-darkest-side-of-fossil-fuel-extraction/
[1] https://www.scientificamerican.com/article/trumps-border-wall-could-cause-flooding-in-texas/?amp
[1] https://twitter.com/i/web/status/1183782787829993473
[1] https://twitter.com/i/web/status/1183781163892117504
[1] https://twitter.com/i/web/status/1183779782082756615

Top URLs in Tweet in G4:
[40] https://www.scientificamerican.com/article/hidden-passage-could-we-spy-a-traversable-wormhole-in-the-milky-ways-heart/?linkId=75097313
[37] https://www.scientificamerican.com/article/sleep-deprivation-shuts-down-production-of-essential-brain-proteins/?linkId=75164241
[9] https://www.scientificamerican.com/article/what-a-koala-virus-tells-us-about-the-human-genome/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221413190=1
[5] https://blogs.scientificamerican.com/observations/im-convinced-we-found-evidence-of-life-on-mars-in-the-1970s/?linkId=75360105
[1] https://www.scientificamerican.com/article/how-does-the-flu-actually-kill-people/?linkId=75352728
[1] https://www.scientificamerican.com/article/scorpion-venom-could-lead-to-new-antibiotics/?linkId=74766099
[1] https://twitter.com/i/web/status/1185435529145282561
[1] https://twitter.com/i/web/status/1185432237665161217
[1] https://twitter.com/i/web/status/1185433338611240964
[1] https://www.scientificamerican.com/article/sleep-deprivation-shuts-down-production-of-essential-brain-proteins/?amp

Top URLs in Tweet in G5:
[5] https://www.scientificamerican.com/article/sleep-deprivation-shuts-down-production-of-essential-brain-proteins/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221793538=1
[4] https://www.scientificamerican.com/article/trumps-border-wall-could-cause-flooding-in-texas/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221572735=1
[3] https://blogs.scientificamerican.com/observations/indigenous-knowledge-can-help-solve-the-biodiversity-crisis/?amp
[3] https://www.jenchristiansen.com/#/stages-of-a-whale-fall/
[2] https://www.scientificamerican.com/article/latitude-adjustment-distance-from-the-equator-shapes-our-thinking/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221529208=1
[2] https://www.scientificamerican.com/article/china-needs-stronger-ethical-safeguards-in-biomedicine/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221766702=1
[2] https://www.scientificamerican.com/article/hidden-passage-could-we-spy-a-traversable-wormhole-in-the-milky-ways-heart/?linkId=75097313
[2] https://www.scientificamerican.com/article/ship-freezes-itself-in-arctic-ice-to-study-climate-change/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221478745=1
[2] https://babyawacs.wordpress.com/2019/10/17/really-sciam-naturephysics-natureelectron-sciam-mathematics-mathematics-science-science-wow-%e2%80%8e-%e2%80%8e/
[2] https://babyawacs.wordpress.com/2019/10/17/iterorg-ppplab-really-sciam-naturephysics-natureelectron-sciam-mathematics-mathematics-scien-ce-science-wow-%e2%80%8e-%e2%80%8e/

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1185494036611784704
[1] https://twitter.com/i/web/status/1185457244931932161
[1] https://twitter.com/i/web/status/1127166146992660480
[1] https://twitter.com/i/web/status/1127180397664718848
[1] https://twitter.com/i/web/status/1127167355623096321
[1] https://twitter.com/i/web/status/1127163899147472898
[1] https://twitter.com/i/web/status/1185355375463108608
[1] https://twitter.com/i/web/status/1185358490400747521
[1] https://twitter.com/i/web/status/1185435324199030784
[1] https://twitter.com/i/web/status/1185365415821623297

Top URLs in Tweet in G7:
[3] http://www.scienceseeker.org/2019/10/who-won-this-years-nobel-prizes-in.html
[2] https://www.scientificamerican.com/article/sleep-deprivation-shuts-down-production-of-essential-brain-proteins/
[1] https://twitter.com/i/web/status/1185357000126976002
[1] https://twitter.com/i/web/status/1184819345781862400
[1] https://onlinelearningconsortium.org/read/international-report-neuromyths-and-evidence-based-practices-in-higher-education/#.XZybemwtyg4.twitter
[1] https://twitter.com/i/web/status/1183672256578408448
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fonezero.medium.com%2Famazon-is-watching-d51b20f1668a
[1] https://twitter.com/fadouce/status/1183992351120859139
[1] https://twitter.com/MshParisSaclay/status/1183997866450272257
[1] http://bit.ly/2MkclOT

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1185061719611248645
[1] https://twitter.com/i/web/status/1183797093682634754
[1] https://www.scientificamerican.com/article/particle-robots-work-together-to-perform-tasks/
[1] https://blogs.scientificamerican.com/illusion-chasers/i-heard-it-before-so-it-must-be-true/
[1] https://twitter.com/sciam/status/1184423791490977798

Top URLs in Tweet in G9:
[2] https://www.scientificamerican.com/article/mini-gravitational-wave-detector-could-probe-dark-matter1/
[1] https://twitter.com/i/web/status/1185478182079741953
[1] https://twitter.com/i/web/status/1183737703923408896
[1] https://twitter.com/i/web/status/1183740283869155328
[1] https://twitter.com/i/web/status/1184277574811377666
[1] https://twitter.com/i/web/status/1184530462657728512
[1] https://twitter.com/i/web/status/1185468637370564609
[1] https://twitter.com/i/web/status/1185476802673893376
[1] https://twitter.com/i/web/status/1184531582205468676
[1] https://twitter.com/i/web/status/1185240121660051456

Top URLs in Tweet in G10:
[12] https://www.nytimes.com/2018/10/31/opinion/caravan-hate-speech-bowers-sayoc.html
[1] https://theconversation.com/hearing-hate-speech-primes-your-brain-for-hateful-actions-107336
[1] https://www.scientificamerican.com/article/rude-behavior-spreads-like-a-disease/
[1] https://twitter.com/E_Wehling/status/1184753999959879680
[1] https://www.nytimes.com/2019/10/04/us/flash-drought-monitor.html
[1] https://www.scientificamerican.com/article/as-temperatures-rise-flash-drought-takes-hold-across-south/
[1] https://www.theguardian.com/us-news/2019/oct/10/kelly-lytle-hernandez-genius-prison-incarceration-abolition
[1] https://www.wunc.org/post/embodied-look-how-social-behavior-impacts-genetics
[1] https://twitter.com/i/web/status/1027349753305149440

Top Domains
Top Domains in Tweet in Entire Graph:
[1901] scientificamerican.com
[723] twitter.com
[46] com.br
[15] cgiar.org
[14] youtube.com
[13] nytimes.com
[11] wikipedia.org
[6] blogspot.com
[6] wordpress.com
[5] worldsolutions.work

Top Domains in Tweet in G1:
[1450] scientificamerican.com
[120] twitter.com
[11] wikipedia.org
[9] youtube.com
[5] artofproblemsolving.com
[2] nih.gov
[2] engaging-data.com
[1] provscons.com
[1] eventbrite.com
[1] globo.com

Top Domains in Tweet in G2:
[213] twitter.com
[82] scientificamerican.com
[18] com.br
[4] balidiving.com
[1] google.com
[1] youtube.com
[1] blogspot.com

Top Domains in Tweet in G3:
[5] scientificamerican.com
[3] twitter.com

Top Domains in Tweet in G4:
[99] scientificamerican.com
[5] twitter.com
[3] egu.eu

Top Domains in Tweet in G5:
[34] scientificamerican.com
[11] twitter.com
[6] wordpress.com
[3] jenchristiansen.com
[2] nautiluslive.org

Top Domains in Tweet in G6:
[20] twitter.com
[1] cnn.com
[1] youtube.com
[1] google.com

Top Domains in Tweet in G7:
[19] twitter.com
[3] scienceseeker.org
[2] scientificamerican.com
[1] onlinelearningconsortium.org
[1] medium.com
[1] bit.ly
[1] nature.com
[1] co.uk
[1] sacmag.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] scientificamerican.com

Top Domains in Tweet in G9:
[13] twitter.com
[8] scientificamerican.com

Top Domains in Tweet in G10:
[13] nytimes.com
[2] scientificamerican.com
[2] twitter.com
[1] theconversation.com
[1] theguardian.com
[1] wunc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[145] indigenouspeoplesday
[54] ai
[44] science
[33] climatechange
[33] sleep
[33] scientistoftheweek
[28] fintech
[28] artificialintelligence
[26] space
[24] nobelprize



Top Hashtags in Tweet in G1:
[17] climatechange
[12] analytics
[12] iot
[12] bigdata
[12] mi
[9] ai
[7] science
[6] wildlife
[6] airpollution
[5] trump

Top Hashtags in Tweet in G2:
[8] science
[2] evali
[2] molecularids
[2] egalitarianbacteria
[2] wittenswebs
[2] climatechange
[1] cheatdeath
[1] lifeeternal
[1] liveforever
[1] adastra

Top Hashtags in Tweet in G3:
[110] indigenouspeoplesday
[1] climateaction

Top Hashtags in Tweet in G4:
[10] climatechange
[7] antarctica
[5] disaster
[1] flashbackfriday
[1] bioethics

Top Hashtags in Tweet in G5:
[8] wow
[6] really
[5] quantumcomputing
[2] tardigrades
[2] pheeeeew
[2] eeekyey
[1] nobelprize
[1] physics
[1] koala
[1] retrovirus

Top Hashtags in Tweet in G6:
[1] darkmatter
[1] qi

Top Hashtags in Tweet in G7:
[4] sciseekpicks
[3] scicomm
[2] sciencescognitives
[2] ia
[2] santé
[2] 4p
[2] innogénération
[1] neurosciences
[1] sciam
[1] privacy

Top Hashtags in Tweet in G8:
[2] thnkyou
[2] plantfats
[2] surname
[1] carnaba
[1] carnauba
[1] carnaubawax
[1] justsayno
[1] hyperlink
[1] limits
[1] whitepower

Top Hashtags in Tweet in G9:
[33] indigenouspeoplesday
[33] scientistoftheweek
[28] sleep
[6] acadsciences
[6] nasciences
[6] pnasnews
[6] apsphysics
[6] royalsociety
[6] nytscience
[6] nasagoddard

Top Hashtags in Tweet in G10:
[2] macfellow
[1] scientificamerican

Top Words
Top Words in Tweet in Entire Graph:
[2019] Words in Sentiment List#1: Positive
[3224] Words in Sentiment List#2: Negative
[217] Words in Sentiment List#3: Angry/Violent
[84688] Non-categorized Words
[89931] Total Words
[4020] sciam
[467] sleep
[453] s
[423] brain
[419] proteins

Top Words in Tweet in G1:
[2750] sciam
[373] sleep
[356] brain
[349] down
[333] people
[333] proteins
[331] essential
[330] shuts
[330] production
[329] deprivation

Top Words in Tweet in G2:
[152] sciam
[36] s
[20] people
[19] human
[18] dna
[15] opinion
[14] more
[13] science
[12] sleep
[12] one

Top Words in Tweet in G3:
[112] women_and_fish
[111] women
[110] #indigenouspeoplesday
[110] man
[110] camps
[109] please
[109] hear
[109] words
[109] native
[109] impact

Top Words in Tweet in G4:
[134] sciam
[119] novapbs
[75] new
[44] research
[43] actually
[42] critical
[41] science
[40] tunnels
[40] through
[40] spacetime

Top Words in Tweet in G5:
[164] sciam
[73] science
[68] stevemirsky
[60] survive
[59] protein
[58] tardigrades
[58] conditions
[58] dna
[57] protects
[57] attack

Top Words in Tweet in G6:
[58] sciam
[53] drwaheeduddin
[41] thiagomaia2503
[40] wattsupwiththat
[38] regimechangebc
[36] alan_poirier
[32] jwspry
[26] sylviad32911201
[21] lpdlcramirez
[18] jaggermickoz

Top Words in Tweet in G7:
[38] sciam
[20] sciencemagazine
[10] wildlife
[10] trade
[10] certainly
[10] needs
[10] closely
[10] monitored
[10] publication
[10] story

Top Words in Tweet in G8:
[10] sciam
[4] system
[3] better
[3] co
[3] popsci
[3] allthingscensus
[3] fbi
[3] cluster
[3] professor
[3] statements

Top Words in Tweet in G9:
[35] knowledge
[33] breaknsci
[33] #indigenouspeoplesday
[33] #scientistoftheweek
[33] let's
[33] celebrate
[33] thousands
[33] years
[33] science
[32] indigenou

Top Words in Tweet in G10:
[24] hate
[19] sciam
[18] nytimes
[16] latimes
[13] e_wehling
[13] speech
[12] wer
[12] weiter
[12] reinlesen
[12] mag

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[375] shuts,down
[375] down,production
[375] production,essential
[374] deprivation,shuts
[374] essential,brain
[374] brain,proteins
[338] sleep,deprivation
[321] sciam,sleep
[321] sciam,opinion
[204] sciam,editorial

Top Word Pairs in Tweet in G1:
[330] shuts,down
[330] down,production
[330] production,essential
[329] deprivation,shuts
[329] essential,brain
[329] brain,proteins
[321] sleep,deprivation
[308] sciam,sleep
[285] sciam,opinion
[184] sciam,editorial

Top Word Pairs in Tweet in G2:
[15] sciam,opinion
[9] sciam,katewong
[8] climate,change
[8] sciam,mind
[8] mind,brain
[8] brain,brainsights
[8] brainsights,ios
[7] human,genome
[7] time,crystals
[7] macacos,têm

Top Word Pairs in Tweet in G3:
[110] man,camps
[109] #indigenouspeoplesday,please
[109] please,hear
[109] hear,words
[109] words,native
[109] native,women
[109] women,impact
[109] impact,fossil
[109] fossil,fuels
[109] fuels,man

Top Word Pairs in Tweet in G4:
[40] tunnels,through
[40] through,spacetime
[40] spacetime,sound
[40] sound,science
[40] science,fiction
[40] fiction,actually
[40] actually,real
[40] real,sciam
[39] new,research
[39] novapbs,tunnels

Top Word Pairs in Tweet in G5:
[57] protein,protects
[57] protects,dna
[57] attack,sciam
[56] tardigrades,survive
[56] survive,harsh
[56] harsh,conditions
[56] conditions,thanks
[56] thanks,protein
[56] dna,against
[56] against,free

Top Word Pairs in Tweet in G6:
[40] sciam,wattsupwiththat
[36] wattsupwiththat,thiagomaia2503
[36] thiagomaia2503,alan_poirier
[35] alan_poirier,regimechangebc
[34] drwaheeduddin,sciam
[26] regimechangebc,sylviad32911201
[18] sylviad32911201,lpdlcramirez
[14] jaggermickoz,sciam
[14] pgtwentytwo,mcochrane21
[14] noonesp06242884,fossilbebare

Top Word Pairs in Tweet in G7:
[10] sciam,wildlife
[10] wildlife,trade
[10] trade,certainly
[10] certainly,needs
[10] needs,closely
[10] closely,monitored
[10] monitored,sciencemagazine
[10] sciencemagazine,publication
[9] myfrogcroaked,sciam
[9] publication,story

Top Word Pairs in Tweet in G8:
[2] #thnkyou,helping
[2] helping,openbci
[2] openbci,astroglide
[2] astroglide,out
[2] out,sciam
[2] sciam,use
[2] use,#plantfats
[2] #plantfats,better
[2] better,silicone
[2] silicone,snowflakes

Top Word Pairs in Tweet in G9:
[33] #indigenouspeoplesday,#scientistoftheweek
[33] #scientistoftheweek,let's
[33] let's,celebrate
[33] celebrate,thousands
[33] thousands,years
[33] years,science
[33] science,knowledge
[32] breaknsci,#indigenouspeoplesday
[32] knowledge,indigenou
[28] #sleep,deprivation

Top Word Pairs in Tweet in G10:
[13] hate,speech
[12] wer,weiter
[12] weiter,reinlesen
[12] reinlesen,mag
[12] mag,ins
[12] ins,thema
[12] thema,zb
[12] zb,neuroscience
[12] neuroscience,hate
[12] speech,nytimes

Top Replied-To
Top Replied-To in Entire Graph:
@sciam
@julessalomez
@acadsciences
@novapbs
@stevemirsky
@senatordurbin
@sarahebond
@drwaheeduddin
@tprmaynard7
@dcoronata

Top Replied-To in G1:
@sciam
@dcoronata
@moses67762280
@horganism
@grumi78
@laelaps
@bhaktirassagar
@katewong
@calamityted
@blueznjazz

Top Replied-To in G3:
@women_and_fish
@mariazinha_mae
@sarahemyhre

Top Replied-To in G4:
@novapbs
@sciam

Top Replied-To in G5:
@stevemirsky
@sciam
@wired
@iterorg
@brianlowy
@dcastelvecchi
@sophiebushwick
@markrossstudio
@ucsandiego
@royalsociety

Top Replied-To in G6:
@drwaheeduddin
@mark_a_lunn
@borisyeltzin
@ugonautica
@jwspry
@ecosensenow
@wesmith91
@saferstone
@vinceram
@nc1908neil

Top Replied-To in G7:
@mpg_29
@marsvikingteam
@taniatwinkle
@rise_galaxy
@newsfromscience
@sciam
@babgi
@pierrecappelli
@sciam_fr
@sciencemagazine

Top Replied-To in G8:
@jenniferjjacobs
@alleninstitute
@ajenglish
@msmelchen
@roblanfear
@realdonaldtrump

Top Replied-To in G9:
@acadsciences
@apsphysics
@breaknsci

Top Replied-To in G10:
@senatordurbin
@e_wehling
@thatissudha
@hdhooddesign

Top Mentioned
Top Mentioned in Entire Graph:
@sciam
@novapbs
@women_and_fish
@science
@stevemirsky
@kweintraub
@drwaheeduddin
@sarahebond
@thiagomaia2503
@fedele233fedele

Top Mentioned in G1:
@sciam
@kweintraub
@shannonwhall
@laelaps
@horganism
@tornadoresrchr
@wildaid
@endangered
@ecowarriorss
@hansgerstmans

Top Mentioned in G2:
@mpreddy54
@artvolumeone
@c_coolidge

Top Mentioned in G3:
@women_and_fish
@jeweltomasula
@sciam
@ericholthaus
@bravomilagro1
@ewarren
@rweingarten
@flyingwithsara
@marykayhenry
@lorenasgonzalez

Top Mentioned in G4:
@sciam
@novapbs
@eurogeosciences
@globalphobserv
@bermaninstitute
@equityhealthdev

Top Mentioned in G5:
@sciam
@science
@stevemirsky
@naturephysics
@sciencebard
@natureelectron
@mathematics
@sophiebushwick
@leebillings
@grahamfarmelo

Top Mentioned in G6:
@sciam
@drwaheeduddin
@thiagomaia2503
@wattsupwiththat
@regimechangebc
@alan_poirier
@jwspry
@sylviad32911201
@lpdlcramirez
@jaggermickoz

Top Mentioned in G7:
@sciam
@sciencemagazine
@myfrogcroaked
@nature
@nasa
@laura_lecuona
@newscientist
@jimbridenstine
@sciencenews
@marsvikinggcms

Top Mentioned in G8:
@sciam
@mit
@popsci
@allthingscensus
@fbi
@openbci
@astroglide
@popmech
@newscientist
@jendeben

Top Mentioned in G9:
@breaknsci
@lead_coalition
@apsphysics
@sciam
@northwesternu
@nasagoddard
@nasciences
@pnasnews
@royalsociety
@nytscience

Top Mentioned in G10:
@sciam
@nytimes
@latimes
@e_wehling
@cbsnews
@mtv
@freakonomics
@boingboing
@empiremagazine

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@cowboyscifibot
@spotifycares
@lotsoflovefromm
@rjber15
@ecointernetdrgb
@ericdemarylebon
@sddphoto
@chidambara09
@derekjohnbryant

Top Tweeters in G1:
@cowboyscifibot
@rjber15
@sddphoto
@chidambara09
@derekjohnbryant
@paxnostrum
@ruisaldanha
@rosstell
@dgendvil
@b1e56df9ce6549f

Top Tweeters in G2:
@lotsoflovefromm
@andysugs
@c_coolidge
@rigotordoc
@muralipiyer
@hemeterio
@artvolumeone
@sarahesoltan
@sawyerandrew
@kurtfleischer

Top Tweeters in G3:
@johnnydee62
@theresaschroe14
@mame6432
@timberghost7
@johnsalmond
@politics_nyy
@charlenegapeach
@die_primel
@tmcuseocuseo
@larry_du_nord

Top Tweeters in G4:
@watchdogsniffer
@psybrspcsuprstr
@hellahandbasket
@iamwhoismoses
@taniguchibob
@knaggsm
@artstrada
@elleallever
@syawal
@monalee777

Top Tweeters in G5:
@gradyslady
@farfel54
@pennytindall
@marcuschown
@tmmmarshall
@hundjavelen
@paulushc
@wired
@dubengeldu
@wireduk

Top Tweeters in G6:
@carbongate
@tan123
@reddragonfly19
@alan_poirier
@beverleymaxwe15
@regimechangebc
@craigthomler
@jwspry
@friendsoscience
@gillesnfio

Top Tweeters in G7:
@mailonline
@thepowerofmeow
@scienmag
@mmmukalla
@pierrecappelli
@popsci
@foxandfriends
@spacedotcom
@ejwillingham
@newscientist

Top Tweeters in G8:
@spotifycares
@ajenglish
@nba
@biblegateway
@2worldscollide_
@adamrutherford
@popmech
@2wired2tired
@carlzimmer
@realdonaldtrump

Top Tweeters in G9:
@shicooks
@dylanhunt2017
@dazza70smith
@adagioforstring
@drferdowsi
@laporres
@jlms_qkw
@dlhampton
@robinhadley1
@rosario_strano

Top Tweeters in G10:
@guardian
@nytimes
@mtv
@cnn
@boingboing
@latimes
@drudge_report
@cbsnews
@telegraphnews
@abc7


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